A Lattice-Theoretical Framework for Annular Filters in Morphological Image Processing |
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Authors: | Christian Ronse Henk J.A.M. Heijmans |
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Affiliation: | Université Louis Pasteur, LSIIT - UPRES-A 7005, Département dInformatique, 7, rue René Descartes, 67084 Strasbourg Cedex, France (e-mail: ronse@dpt-info.u-strasbg.fr; URL: http://dpt-info.u-strasbg.fr/~ronse/), FR CWI P.O. Box 94079, NL-1090 GB Amsterdam, The Netherlands (e-mail: henkh@cwi.nl; URL: http://www.cwi.nl/~henkh/), FR
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Abstract: | We study the idempotence of operators of the form ?∨id∧δ (where ?≤δ and both ? and δ are increasing) on a modular lattice ?, in relation to the idempotence of the operators ?∨id and id∧δ. We consider also the conditions under which ?∨id∧δ is the composition of ?∨id and id∧δ. The case where δ is a dilation and ? an erosion is of special interest. When ? is a complete lattice on which Minkowski operations can be defined, we obtain very precise conditions for the idempotence of these operators. Here id∧δ is called an annular opening, ?∨id is called an annular closing, and ?∨id∧δ is called an annular filter. Our theory can be applied to the design of idempotent morphological filters removing isolated spots in digital pictures. |
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